Run
513803

Run 513803

Task 9925 (Supervised Classification) volcanoes-a3 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.538
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
300.2452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0402
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0363
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.399
UserCPU time millis testing
0.074
UserCPU time millis training
3.325